A comparative study of convolutional neural network models for wind field downscaling

Kevin Höhlein, Michael Kern, Timothy Hewson +1

We analyze the applicability of convolutional neural network (CNN) architectures for downscaling of short-range forecasts of near-surface winds on extended spatial domains. Short-r…